Titlebook: Context-Enhanced Information Fusion; Boosting Real-World Lauro Snidaro,Jesús García,Erik Blasch Book 2016 Springer International Publishin

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Context-Aware Knowledge Fusion for Decision Supportocesses and their possible outcomes are analyzed. A context-aware decision support system for emergency management serves as a possible application in which knowledge fusion processes go on. This system provides fused outputs from different knowledge sources. It relies upon context model, which is t

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System-Level Use of Contextual Informationrtain inferences. In the latter case, contextual reasoning involves inferring desired information (values of “problem variables”) on the basis of other available information (“context variables”). Relevant contexts are often not self-evident, but must be discovered or selected as a means to problem-

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Middleware for Exchange and Validation of Context Data and Informationon Fusion process designs. In this chapter, the details of a proposed middleware component are elaborated, based on the consideration of the Open System of Systems (SoS) concept and the critical concerns in such an SoS framework for maintaining data integrity and quality. The approach is developed i

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Supervising the Fusion Process by Context Analysis for Target Trackingen if this methodology can be used in different types of fusion processes (detection, classification, etc.), we focus here on a multisensor tracking one. The objective of this combination is to supervise the classical fusion process by context analysis so that this fusion process can adapt itself to

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Context Exploitation for Target Trackingd within the Bayesian statistical framework, it requires the modeling of the target state evolution and the measurement process. Information on the constraints posed by the context in which the target evolves and the measurement geometry is often available. This knowledge can be modeled, often in a

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Context Relevance for Text Analysis and Enhancement for Soft Information Fusionacilitated by representing the information in the messages as a formally defined propositional graph that abides by the uniqueness principle—the principle that every entity or event that is mentioned in the message is represented by a unique node in the graph, or, at worst, by several nodes connecte

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